Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 244 |
| Missing cells | 1 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.7 KiB |
| Average record size in memory | 120.5 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 6 |
year has constant value "2012" | Constant |
DC has a high cardinality: 198 distinct values | High cardinality |
FWI has a high cardinality: 126 distinct values | High cardinality |
day is highly correlated with DMC and 1 other fields | High correlation |
Temperature is highly correlated with month and 6 other fields | High correlation |
RH is highly correlated with Temperature and 3 other fields | High correlation |
Rain is highly correlated with Temperature and 3 other fields | High correlation |
FFMC is highly correlated with Temperature and 6 other fields | High correlation |
DMC is highly correlated with day and 5 other fields | High correlation |
ISI is highly correlated with Temperature and 5 other fields | High correlation |
BUI is highly correlated with day and 5 other fields | High correlation |
month is highly correlated with Temperature and 2 other fields | High correlation |
year is highly correlated with month and 2 other fields | High correlation |
Region is highly correlated with RH | High correlation |
Classes is highly correlated with Temperature and 5 other fields | High correlation |
Ws is highly correlated with Temperature and 1 other fields | High correlation |
DC is uniformly distributed | Uniform |
Region is uniformly distributed | Uniform |
Rain has 133 (54.5%) zeros | Zeros |
ISI has 4 (1.6%) zeros | Zeros |
Reproduction
| Analysis started | 2022-10-02 05:55:43.889997 |
|---|---|
| Analysis finished | 2022-10-02 05:56:14.744284 |
| Duration | 30.85 seconds |
| Software version | pandas-profiling v3.3.0 |
| Download configuration | config.json |
| Distinct | 31 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.75409836 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.825059228 |
|---|---|
| Coefficient of variation (CV) | 0.5601754557 |
| Kurtosis | -1.198650172 |
| Mean | 15.75409836 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 0.002806412611 |
| Sum | 3844 |
| Variance | 77.88167038 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 1 | 8 | 3.3% |
| 17 | 8 | 3.3% |
| 30 | 8 | 3.3% |
| 29 | 8 | 3.3% |
| 28 | 8 | 3.3% |
| 27 | 8 | 3.3% |
| 26 | 8 | 3.3% |
| 25 | 8 | 3.3% |
| 24 | 8 | 3.3% |
| 23 | 8 | 3.3% |
| Other values (21) | 164 |
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 2 | 8 | |
| 3 | 8 | |
| 4 | 8 | |
| 5 | 8 | |
| 6 | 8 | |
| 7 | 8 | |
| 8 | 8 | |
| 9 | 8 | |
| 10 | 8 |
| Value | Count | Frequency (%) |
| 31 | 4 | |
| 30 | 8 | |
| 29 | 8 | |
| 28 | 8 | |
| 27 | 8 | |
| 26 | 8 | |
| 25 | 8 | |
| 24 | 8 | |
| 23 | 8 | |
| 22 | 8 |
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 7 | |
|---|---|
| 8 | |
| 6 | |
| 9 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 244 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6 |
|---|---|
| 2nd row | 6 |
| 3rd row | 6 |
| 4th row | 6 |
| 5th row | 6 |
Common Values
| Value | Count | Frequency (%) |
| 7 | 62 | |
| 8 | 62 | |
| 6 | 60 | |
| 9 | 60 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 7 | 62 | |
| 8 | 62 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 62 | |
| 8 | 62 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 244 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 62 | |
| 8 | 62 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 244 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 62 | |
| 8 | 62 | |
| 6 | 60 | |
| 9 | 60 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 244 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 62 | |
| 8 | 62 | |
| 6 | 60 | |
| 9 | 60 |
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 2012 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 976 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2012 |
|---|---|
| 2nd row | 2012 |
| 3rd row | 2012 |
| 4th row | 2012 |
| 5th row | 2012 |
Common Values
| Value | Count | Frequency (%) |
| 2012 | 244 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 2012 | 244 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 488 | |
| 0 | 244 | |
| 1 | 244 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 976 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 488 | |
| 0 | 244 | |
| 1 | 244 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 976 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 488 | |
| 0 | 244 | |
| 1 | 244 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 976 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 488 | |
| 0 | 244 | |
| 1 | 244 |
| Distinct | 19 |
|---|---|
| Distinct (%) | 7.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.17213115 |
| Minimum | 22 |
|---|---|
| Maximum | 42 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 22 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 30 |
| median | 32 |
| Q3 | 35 |
| 95-th percentile | 37.85 |
| Maximum | 42 |
| Range | 20 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.63384326 |
|---|---|
| Coefficient of variation (CV) | 0.1129500325 |
| Kurtosis | -0.1543103757 |
| Mean | 32.17213115 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.1963088795 |
| Sum | 7850 |
| Variance | 13.20481684 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 35 | 29 | |
| 31 | 25 | |
| 34 | 24 | |
| 33 | 23 | |
| 30 | 22 | |
| 32 | 21 | |
| 36 | 21 | |
| 29 | 18 | |
| 28 | 15 | |
| 37 | 9 | 3.7% |
| Other values (9) | 37 |
| Value | Count | Frequency (%) |
| 22 | 2 | 0.8% |
| 24 | 3 | 1.2% |
| 25 | 6 | 2.5% |
| 26 | 5 | 2.0% |
| 27 | 8 | 3.3% |
| 28 | 15 | |
| 29 | 18 | |
| 30 | 22 | |
| 31 | 25 | |
| 32 | 21 |
| Value | Count | Frequency (%) |
| 42 | 1 | 0.4% |
| 40 | 3 | 1.2% |
| 39 | 6 | 2.5% |
| 38 | 3 | 1.2% |
| 37 | 9 | 3.7% |
| 36 | 21 | |
| 35 | 29 | |
| 34 | 24 | |
| 33 | 23 | |
| 32 | 21 |
| Distinct | 62 |
|---|---|
| Distinct (%) | 25.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.93852459 |
| Minimum | 21 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 52 |
| median | 63 |
| Q3 | 73.25 |
| 95-th percentile | 86 |
| Maximum | 90 |
| Range | 69 |
| Interquartile range (IQR) | 21.25 |
Descriptive statistics
| Standard deviation | 14.88420018 |
|---|---|
| Coefficient of variation (CV) | 0.2403060176 |
| Kurtosis | -0.5303278714 |
| Mean | 61.93852459 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.2379643933 |
| Sum | 15113 |
| Variance | 221.5394151 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 64 | 10 | 4.1% |
| 55 | 10 | 4.1% |
| 58 | 8 | 3.3% |
| 54 | 8 | 3.3% |
| 78 | 8 | 3.3% |
| 68 | 7 | 2.9% |
| 66 | 7 | 2.9% |
| 73 | 7 | 2.9% |
| 80 | 7 | 2.9% |
| 65 | 7 | 2.9% |
| Other values (52) | 165 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.4% |
| 24 | 1 | 0.4% |
| 26 | 1 | 0.4% |
| 29 | 1 | 0.4% |
| 31 | 1 | 0.4% |
| 33 | 2 | |
| 34 | 3 | |
| 35 | 1 | 0.4% |
| 36 | 1 | 0.4% |
| 37 | 4 |
| Value | Count | Frequency (%) |
| 90 | 1 | 0.4% |
| 89 | 3 | |
| 88 | 3 | |
| 87 | 4 | |
| 86 | 3 | |
| 84 | 2 | 0.8% |
| 83 | 1 | 0.4% |
| 82 | 3 | |
| 81 | 6 | |
| 80 | 7 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.50409836 |
| Minimum | 6 |
|---|---|
| Maximum | 29 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 14 |
| median | 15 |
| Q3 | 17 |
| 95-th percentile | 20 |
| Maximum | 29 |
| Range | 23 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.810178371 |
|---|---|
| Coefficient of variation (CV) | 0.181253905 |
| Kurtosis | 2.602155825 |
| Mean | 15.50409836 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.5458812499 |
| Sum | 3783 |
| Variance | 7.897102476 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 14 | 43 | |
| 15 | 40 | |
| 13 | 30 | |
| 17 | 28 | |
| 16 | 27 | |
| 18 | 26 | |
| 19 | 15 | 6.1% |
| 21 | 8 | 3.3% |
| 11 | 7 | 2.9% |
| 12 | 7 | 2.9% |
| Other values (8) | 13 | 5.3% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.4% |
| 8 | 1 | 0.4% |
| 9 | 2 | 0.8% |
| 10 | 3 | 1.2% |
| 11 | 7 | 2.9% |
| 12 | 7 | 2.9% |
| 13 | 30 | |
| 14 | 43 | |
| 15 | 40 | |
| 16 | 27 |
| Value | Count | Frequency (%) |
| 29 | 1 | 0.4% |
| 26 | 1 | 0.4% |
| 22 | 2 | 0.8% |
| 21 | 8 | 3.3% |
| 20 | 2 | 0.8% |
| 19 | 15 | 6.1% |
| 18 | 26 | |
| 17 | 28 | |
| 16 | 27 | |
| 15 | 40 |
| Distinct | 39 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7606557377 |
| Minimum | 0 |
|---|---|
| Maximum | 16.8 |
| Zeros | 133 |
| Zeros (%) | 54.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.5 |
| 95-th percentile | 4.355 |
| Maximum | 16.8 |
| Range | 16.8 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 1.999405565 |
|---|---|
| Coefficient of variation (CV) | 2.628528868 |
| Kurtosis | 25.94212272 |
| Mean | 0.7606557377 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.579070596 |
| Sum | 185.6 |
| Variance | 3.997622614 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 0.1 | 18 | 7.4% |
| 0.2 | 12 | 4.9% |
| 0.3 | 10 | 4.1% |
| 0.4 | 8 | 3.3% |
| 0.7 | 6 | 2.5% |
| 0.6 | 6 | 2.5% |
| 0.5 | 5 | 2.0% |
| 1.1 | 3 | 1.2% |
| 1.2 | 3 | 1.2% |
| Other values (29) | 40 | 16.4% |
| Value | Count | Frequency (%) |
| 0 | 133 | |
| 0.1 | 18 | 7.4% |
| 0.2 | 12 | 4.9% |
| 0.3 | 10 | 4.1% |
| 0.4 | 8 | 3.3% |
| 0.5 | 5 | 2.0% |
| 0.6 | 6 | 2.5% |
| 0.7 | 6 | 2.5% |
| 0.8 | 2 | 0.8% |
| 0.9 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 16.8 | 1 | |
| 13.1 | 1 | |
| 10.1 | 1 | |
| 8.7 | 1 | |
| 8.3 | 1 | |
| 7.2 | 1 | |
| 6.5 | 1 | |
| 6 | 1 | |
| 5.8 | 1 | |
| 4.7 | 1 |
| Distinct | 173 |
|---|---|
| Distinct (%) | 70.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.88770492 |
| Minimum | 28.6 |
|---|---|
| Maximum | 96 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 28.6 |
|---|---|
| 5-th percentile | 47.145 |
| Q1 | 72.075 |
| median | 83.5 |
| Q3 | 88.3 |
| 95-th percentile | 92.185 |
| Maximum | 96 |
| Range | 67.4 |
| Interquartile range (IQR) | 16.225 |
Descriptive statistics
| Standard deviation | 14.33757088 |
|---|---|
| Coefficient of variation (CV) | 0.1840800277 |
| Kurtosis | 1.05520829 |
| Mean | 77.88770492 |
| Median Absolute Deviation (MAD) | 5.7 |
| Skewness | -1.325633262 |
| Sum | 19004.6 |
| Variance | 205.5659387 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 88.9 | 8 | 3.3% |
| 89.4 | 5 | 2.0% |
| 89.3 | 4 | 1.6% |
| 85.4 | 4 | 1.6% |
| 89.1 | 4 | 1.6% |
| 78.3 | 3 | 1.2% |
| 88.1 | 3 | 1.2% |
| 88.3 | 3 | 1.2% |
| 47.4 | 3 | 1.2% |
| 79.9 | 3 | 1.2% |
| Other values (163) | 204 |
| Value | Count | Frequency (%) |
| 28.6 | 1 | |
| 30.5 | 1 | |
| 36.1 | 1 | |
| 37.3 | 1 | |
| 37.9 | 1 | |
| 40.9 | 1 | |
| 41.1 | 1 | |
| 42.6 | 1 | |
| 44.9 | 1 | |
| 45 | 1 |
| Value | Count | Frequency (%) |
| 96 | 1 | |
| 94.3 | 1 | |
| 94.2 | 1 | |
| 93.9 | 2 | |
| 93.8 | 1 | |
| 93.7 | 1 | |
| 93.3 | 1 | |
| 93 | 1 | |
| 92.5 | 2 | |
| 92.2 | 2 |
| Distinct | 166 |
|---|---|
| Distinct (%) | 68.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.67336066 |
| Minimum | 0.7 |
|---|---|
| Maximum | 65.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0.7 |
|---|---|
| 5-th percentile | 1.9 |
| Q1 | 5.8 |
| median | 11.3 |
| Q3 | 20.75 |
| 95-th percentile | 41.01 |
| Maximum | 65.9 |
| Range | 65.2 |
| Interquartile range (IQR) | 14.95 |
Descriptive statistics
| Standard deviation | 12.36803873 |
|---|---|
| Coefficient of variation (CV) | 0.8428906658 |
| Kurtosis | 2.487598085 |
| Mean | 14.67336066 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 1.527652386 |
| Sum | 3580.3 |
| Variance | 152.9683821 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.9 | 5 | 2.0% |
| 12.5 | 4 | 1.6% |
| 1.9 | 4 | 1.6% |
| 3.4 | 3 | 1.2% |
| 4.6 | 3 | 1.2% |
| 16 | 3 | 1.2% |
| 6 | 3 | 1.2% |
| 3.2 | 3 | 1.2% |
| 9.7 | 3 | 1.2% |
| 2.6 | 3 | 1.2% |
| Other values (156) | 210 |
| Value | Count | Frequency (%) |
| 0.7 | 1 | 0.4% |
| 0.9 | 2 | |
| 1.1 | 2 | |
| 1.2 | 1 | 0.4% |
| 1.3 | 3 | |
| 1.7 | 1 | 0.4% |
| 1.9 | 4 | |
| 2.1 | 1 | 0.4% |
| 2.2 | 2 | |
| 2.4 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 65.9 | 1 | |
| 61.3 | 1 | |
| 56.3 | 1 | |
| 54.2 | 1 | |
| 51.3 | 1 | |
| 50.2 | 1 | |
| 47 | 1 | |
| 46.6 | 1 | |
| 46.1 | 1 | |
| 45.6 | 1 |
| Distinct | 198 |
|---|---|
| Distinct (%) | 81.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 8 | 5 |
|---|---|
| 7.6 | 4 |
| 7.8 | 4 |
| 8.4 | 4 |
| 7.5 | 4 |
| Other values (193) |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.692622951 |
| Min length | 1 |
Characters and Unicode
| Total characters | 901 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 168 ? |
|---|---|
| Unique (%) | 68.9% |
Sample
| 1st row | 7.6 |
|---|---|
| 2nd row | 7.6 |
| 3rd row | 7.1 |
| 4th row | 6.9 |
| 5th row | 14.2 |
Common Values
| Value | Count | Frequency (%) |
| 8 | 5 | 2.0% |
| 7.6 | 4 | 1.6% |
| 7.8 | 4 | 1.6% |
| 8.4 | 4 | 1.6% |
| 7.5 | 4 | 1.6% |
| 8.3 | 4 | 1.6% |
| 8.2 | 4 | 1.6% |
| 17 | 3 | 1.2% |
| 16.6 | 2 | 0.8% |
| 10 | 2 | 0.8% |
| Other values (188) | 208 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 8 | 5 | 2.0% |
| 7.8 | 4 | 1.6% |
| 8.4 | 4 | 1.6% |
| 7.5 | 4 | 1.6% |
| 8.3 | 4 | 1.6% |
| 8.2 | 4 | 1.6% |
| 7.6 | 4 | 1.6% |
| 17 | 3 | 1.2% |
| 30.5 | 2 | 0.8% |
| 14.7 | 2 | 0.8% |
| Other values (189) | 209 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 217 | |
| 1 | 113 | |
| 7 | 92 | |
| 8 | 70 | 7.8% |
| 4 | 68 | 7.5% |
| 3 | 68 | 7.5% |
| 2 | 68 | 7.5% |
| 5 | 67 | 7.4% |
| 6 | 57 | 6.3% |
| 9 | 49 | 5.4% |
| Other values (2) | 32 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 683 | |
| Other Punctuation | 217 | 24.1% |
| Space Separator | 1 | 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 113 | |
| 7 | 92 | |
| 8 | 70 | |
| 4 | 68 | |
| 3 | 68 | |
| 2 | 68 | |
| 5 | 67 | |
| 6 | 57 | |
| 9 | 49 | |
| 0 | 31 | 4.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 217 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 901 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 217 | |
| 1 | 113 | |
| 7 | 92 | |
| 8 | 70 | 7.8% |
| 4 | 68 | 7.5% |
| 3 | 68 | 7.5% |
| 2 | 68 | 7.5% |
| 5 | 67 | 7.4% |
| 6 | 57 | 6.3% |
| 9 | 49 | 5.4% |
| Other values (2) | 32 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 901 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 217 | |
| 1 | 113 | |
| 7 | 92 | |
| 8 | 70 | 7.8% |
| 4 | 68 | 7.5% |
| 3 | 68 | 7.5% |
| 2 | 68 | 7.5% |
| 5 | 67 | 7.4% |
| 6 | 57 | 6.3% |
| 9 | 49 | 5.4% |
| Other values (2) | 32 | 3.6% |
| Distinct | 106 |
|---|---|
| Distinct (%) | 43.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.774180328 |
| Minimum | 0 |
|---|---|
| Maximum | 19 |
| Zeros | 4 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 1.4 |
| median | 3.5 |
| Q3 | 7.3 |
| 95-th percentile | 13.37 |
| Maximum | 19 |
| Range | 19 |
| Interquartile range (IQR) | 5.9 |
Descriptive statistics
| Standard deviation | 4.175318098 |
|---|---|
| Coefficient of variation (CV) | 0.8745622937 |
| Kurtosis | 0.7833551712 |
| Mean | 4.774180328 |
| Median Absolute Deviation (MAD) | 2.4 |
| Skewness | 1.121975461 |
| Sum | 1164.9 |
| Variance | 17.43328122 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1.1 | 8 | 3.3% |
| 1.2 | 7 | 2.9% |
| 0.4 | 5 | 2.0% |
| 4.7 | 5 | 2.0% |
| 5.2 | 5 | 2.0% |
| 1.5 | 5 | 2.0% |
| 2.8 | 5 | 2.0% |
| 1 | 5 | 2.0% |
| 5.6 | 5 | 2.0% |
| 2.2 | 4 | 1.6% |
| Other values (96) | 190 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 0.1 | 4 | |
| 0.2 | 4 | |
| 0.3 | 3 | |
| 0.4 | 5 | |
| 0.5 | 2 | 0.8% |
| 0.6 | 4 | |
| 0.7 | 4 | |
| 0.8 | 3 | |
| 0.9 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 18.5 | 1 | |
| 17.2 | 1 | |
| 16.6 | 1 | |
| 16 | 1 | |
| 15.7 | 2 | |
| 15.5 | 1 | |
| 14.3 | 1 | |
| 14.2 | 1 | |
| 13.8 | 2 |
| Distinct | 174 |
|---|---|
| Distinct (%) | 71.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.6647541 |
| Minimum | 1.1 |
|---|---|
| Maximum | 68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 2.43 |
| Q1 | 6 |
| median | 12.25 |
| Q3 | 22.525 |
| 95-th percentile | 46.35 |
| Maximum | 68 |
| Range | 66.9 |
| Interquartile range (IQR) | 16.525 |
Descriptive statistics
| Standard deviation | 14.20482398 |
|---|---|
| Coefficient of variation (CV) | 0.8523872536 |
| Kurtosis | 1.979149777 |
| Mean | 16.6647541 |
| Median Absolute Deviation (MAD) | 7.2 |
| Skewness | 1.459068608 |
| Sum | 4066.2 |
| Variance | 201.7770242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3 | 5 | 2.0% |
| 5.1 | 4 | 1.6% |
| 8.3 | 3 | 1.2% |
| 7.7 | 3 | 1.2% |
| 14.2 | 3 | 1.2% |
| 22.4 | 3 | 1.2% |
| 11.5 | 3 | 1.2% |
| 10.9 | 3 | 1.2% |
| 3.9 | 3 | 1.2% |
| 2.9 | 3 | 1.2% |
| Other values (164) | 211 |
| Value | Count | Frequency (%) |
| 1.1 | 1 | 0.4% |
| 1.4 | 2 | |
| 1.6 | 2 | |
| 1.7 | 2 | |
| 1.8 | 2 | |
| 2.2 | 1 | 0.4% |
| 2.4 | 3 | |
| 2.6 | 2 | |
| 2.7 | 2 | |
| 2.8 | 2 |
| Value | Count | Frequency (%) |
| 68 | 1 | |
| 67.4 | 1 | |
| 64 | 1 | |
| 62.9 | 1 | |
| 59.5 | 1 | |
| 59.3 | 1 | |
| 57.1 | 1 | |
| 54.9 | 1 | |
| 54.7 | 1 | |
| 50.9 | 1 |
| Distinct | 126 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 0.4 | 12 |
|---|---|
| 0.8 | 10 |
| 0.5 | 9 |
| 0.1 | 9 |
| 0 | 9 |
| Other values (121) |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.081967213 |
| Min length | 1 |
Characters and Unicode
| Total characters | 752 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 76 ? |
|---|---|
| Unique (%) | 31.1% |
Sample
| 1st row | 0.5 |
|---|---|
| 2nd row | 0.4 |
| 3rd row | 0.1 |
| 4th row | 0 |
| 5th row | 0.5 |
Common Values
| Value | Count | Frequency (%) |
| 0.4 | 12 | 4.9% |
| 0.8 | 10 | 4.1% |
| 0.5 | 9 | 3.7% |
| 0.1 | 9 | 3.7% |
| 0 | 9 | 3.7% |
| 0.3 | 8 | 3.3% |
| 0.9 | 7 | 2.9% |
| 0.2 | 6 | 2.5% |
| 0.7 | 5 | 2.0% |
| 0.6 | 4 | 1.6% |
| Other values (116) | 165 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 0.4 | 12 | 4.9% |
| 0.8 | 10 | 4.1% |
| 0.5 | 9 | 3.7% |
| 0.1 | 9 | 3.7% |
| 0 | 9 | 3.7% |
| 0.3 | 8 | 3.3% |
| 0.9 | 7 | 2.9% |
| 0.2 | 6 | 2.5% |
| 0.7 | 5 | 2.0% |
| 0.6 | 4 | 1.6% |
| Other values (116) | 165 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 215 | |
| 0 | 96 | |
| 1 | 96 | |
| 2 | 61 | 8.1% |
| 3 | 55 | 7.3% |
| 5 | 41 | 5.5% |
| 9 | 41 | 5.5% |
| 7 | 38 | 5.1% |
| 4 | 36 | 4.8% |
| 6 | 36 | 4.8% |
| Other values (6) | 37 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 530 | |
| Other Punctuation | 215 | |
| Lowercase Letter | 4 | 0.5% |
| Space Separator | 3 | 0.4% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 96 | |
| 1 | 96 | |
| 2 | 61 | |
| 3 | 55 | |
| 5 | 41 | |
| 9 | 41 | |
| 7 | 38 | 7.2% |
| 4 | 36 | 6.8% |
| 6 | 36 | 6.8% |
| 8 | 30 | 5.7% |
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 1 | |
| i | 1 | |
| r | 1 | |
| e | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 215 |
Space Separator
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 748 | |
| Latin | 4 | 0.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 215 | |
| 0 | 96 | |
| 1 | 96 | |
| 2 | 61 | 8.2% |
| 3 | 55 | 7.4% |
| 5 | 41 | 5.5% |
| 9 | 41 | 5.5% |
| 7 | 38 | 5.1% |
| 4 | 36 | 4.8% |
| 6 | 36 | 4.8% |
| Other values (2) | 33 | 4.4% |
Latin
| Value | Count | Frequency (%) |
| f | 1 | |
| i | 1 | |
| r | 1 | |
| e | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 752 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 215 | |
| 0 | 96 | |
| 1 | 96 | |
| 2 | 61 | 8.1% |
| 3 | 55 | 7.3% |
| 5 | 41 | 5.5% |
| 9 | 41 | 5.5% |
| 7 | 38 | 5.1% |
| 4 | 36 | 4.8% |
| 6 | 36 | 4.8% |
| Other values (6) | 37 | 4.9% |
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 1 |
| Missing (%) | 0.4% |
| Memory size | 2.0 KiB |
| fire | |
|---|---|
| not fire | |
| fire | 4 |
| fire | 2 |
| not fire | 2 |
| Other values (3) | 3 |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 8.658436214 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2104 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | not fire |
|---|---|
| 2nd row | not fire |
| 3rd row | not fire |
| 4th row | not fire |
| 5th row | not fire |
Common Values
| Value | Count | Frequency (%) |
| fire | 131 | |
| not fire | 101 | |
| fire | 4 | 1.6% |
| fire | 2 | 0.8% |
| not fire | 2 | 0.8% |
| not fire | 1 | 0.4% |
| not fire | 1 | 0.4% |
| not fire | 1 | 0.4% |
| (Missing) | 1 | 0.4% |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| fire | 243 | |
| not | 106 |
Most occurring characters
| Value | Count | Frequency (%) |
| 814 | ||
| f | 243 | 11.5% |
| i | 243 | 11.5% |
| r | 243 | 11.5% |
| e | 243 | 11.5% |
| n | 106 | 5.0% |
| o | 106 | 5.0% |
| t | 106 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1290 | |
| Space Separator | 814 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 243 | |
| i | 243 | |
| r | 243 | |
| e | 243 | |
| n | 106 | |
| o | 106 | |
| t | 106 |
Space Separator
| Value | Count | Frequency (%) |
| 814 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1290 | |
| Common | 814 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 243 | |
| i | 243 | |
| r | 243 | |
| e | 243 | |
| n | 106 | |
| o | 106 | |
| t | 106 |
Common
| Value | Count | Frequency (%) |
| 814 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2104 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 814 | ||
| f | 243 | 11.5% |
| i | 243 | 11.5% |
| r | 243 | 11.5% |
| e | 243 | 11.5% |
| n | 106 | 5.0% |
| o | 106 | 5.0% |
| t | 106 | 5.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.0 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 244 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 0 | 122 |
Length
Histogram of lengths of the category
Category Frequency Plot
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 0 | 122 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 0 | 122 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 244 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 0 | 122 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 244 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 0 | 122 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 244 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 122 | |
| 0 | 122 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| day | month | year | Temperature | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | Classes | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 6 | 2012 | 29 | 57 | 18 | 0.0 | 65.7 | 3.4 | 7.6 | 1.3 | 3.4 | 0.5 | not fire | 1 |
| 1 | 2 | 6 | 2012 | 29 | 61 | 13 | 1.3 | 64.4 | 4.1 | 7.6 | 1.0 | 3.9 | 0.4 | not fire | 1 |
| 2 | 3 | 6 | 2012 | 26 | 82 | 22 | 13.1 | 47.1 | 2.5 | 7.1 | 0.3 | 2.7 | 0.1 | not fire | 1 |
| 3 | 4 | 6 | 2012 | 25 | 89 | 13 | 2.5 | 28.6 | 1.3 | 6.9 | 0.0 | 1.7 | 0 | not fire | 1 |
| 4 | 5 | 6 | 2012 | 27 | 77 | 16 | 0.0 | 64.8 | 3.0 | 14.2 | 1.2 | 3.9 | 0.5 | not fire | 1 |
| 5 | 6 | 6 | 2012 | 31 | 67 | 14 | 0.0 | 82.6 | 5.8 | 22.2 | 3.1 | 7.0 | 2.5 | fire | 1 |
| 6 | 7 | 6 | 2012 | 33 | 54 | 13 | 0.0 | 88.2 | 9.9 | 30.5 | 6.4 | 10.9 | 7.2 | fire | 1 |
| 7 | 8 | 6 | 2012 | 30 | 73 | 15 | 0.0 | 86.6 | 12.1 | 38.3 | 5.6 | 13.5 | 7.1 | fire | 1 |
| 8 | 9 | 6 | 2012 | 25 | 88 | 13 | 0.2 | 52.9 | 7.9 | 38.8 | 0.4 | 10.5 | 0.3 | not fire | 1 |
| 9 | 10 | 6 | 2012 | 28 | 79 | 12 | 0.0 | 73.2 | 9.5 | 46.3 | 1.3 | 12.6 | 0.9 | not fire | 1 |
Last rows
| day | month | year | Temperature | RH | Ws | Rain | FFMC | DMC | DC | ISI | BUI | FWI | Classes | Region | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 234 | 21 | 9 | 2012 | 35 | 34 | 17 | 0.0 | 92.2 | 23.6 | 97.3 | 13.8 | 29.4 | 21.6 | fire | 0 |
| 235 | 22 | 9 | 2012 | 33 | 64 | 13 | 0.0 | 88.9 | 26.1 | 106.3 | 7.1 | 32.4 | 13.7 | fire | 0 |
| 236 | 23 | 9 | 2012 | 35 | 56 | 14 | 0.0 | 89.0 | 29.4 | 115.6 | 7.5 | 36.0 | 15.2 | fire | 0 |
| 237 | 24 | 9 | 2012 | 26 | 49 | 6 | 2.0 | 61.3 | 11.9 | 28.1 | 0.6 | 11.9 | 0.4 | not fire | 0 |
| 238 | 25 | 9 | 2012 | 28 | 70 | 15 | 0.0 | 79.9 | 13.8 | 36.1 | 2.4 | 14.1 | 3 | not fire | 0 |
| 239 | 26 | 9 | 2012 | 30 | 65 | 14 | 0.0 | 85.4 | 16.0 | 44.5 | 4.5 | 16.9 | 6.5 | fire | 0 |
| 240 | 27 | 9 | 2012 | 28 | 87 | 15 | 4.4 | 41.1 | 6.5 | 8 | 0.1 | 6.2 | 0 | not fire | 0 |
| 241 | 28 | 9 | 2012 | 27 | 87 | 29 | 0.5 | 45.9 | 3.5 | 7.9 | 0.4 | 3.4 | 0.2 | not fire | 0 |
| 242 | 29 | 9 | 2012 | 24 | 54 | 18 | 0.1 | 79.7 | 4.3 | 15.2 | 1.7 | 5.1 | 0.7 | not fire | 0 |
| 243 | 30 | 9 | 2012 | 24 | 64 | 15 | 0.2 | 67.3 | 3.8 | 16.5 | 1.2 | 4.8 | 0.5 | not fire | 0 |